/tmp/ipykernel_4881/4293058459.py:21: FutureWarning: The `inplace` parameter in pandas.Categorical.reorder_categories is deprecated and will be removed in a future version. Reordering categories will always return a new Categorical object.
RDF/XML Syntax 29 Turtle 28 unknown 1 OWL/XML Syntax 1 OWL Functional Syntax 1 Name: syntax, dtype: int64
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| AnnotationAssertion | 58 | 5696.583333 | 20061.915161 | 0.0 | 198.25 | 1089.0 | 2302.50 | 124680.0 |
| Declaration | 58 | 1088.000000 | 3219.271525 | 0.0 | 97.75 | 390.0 | 857.50 | 22818.0 |
| SubClassOf | 56 | 1384.150000 | 4363.409702 | 0.0 | 27.50 | 288.0 | 878.00 | 24611.0 |
| ObjectPropertyRange | 52 | 35.750000 | 35.282696 | 0.0 | 12.00 | 26.5 | 53.25 | 150.0 |
| ObjectPropertyDomain | 51 | 33.983333 | 35.693845 | 0.0 | 8.00 | 22.5 | 55.50 | 148.0 |
| DataPropertyRange | 46 | 11.200000 | 17.861805 | 0.0 | 1.00 | 5.0 | 11.00 | 97.0 |
| SubObjectPropertyOf | 45 | 46.716667 | 61.449191 | 0.0 | 0.75 | 26.0 | 63.25 | 282.0 |
| InverseObjectProperties | 43 | 12.766667 | 22.493967 | 0.0 | 0.00 | 3.0 | 17.00 | 128.0 |
| DataPropertyDomain | 42 | 11.266667 | 31.916664 | 0.0 | 0.00 | 2.0 | 7.00 | 235.0 |
| ClassAssertion | 41 | 114.400000 | 364.787386 | 0.0 | 0.00 | 2.0 | 21.00 | 1952.0 |
| DisjointClasses | 41 | 224.266667 | 1583.346069 | 0.0 | 0.00 | 3.5 | 20.00 | 12277.0 |
| EquivalentClasses | 37 | 149.766667 | 793.282931 | 0.0 | 0.00 | 7.0 | 63.25 | 6154.0 |
| SubDataPropertyOf | 31 | 5.516667 | 10.725373 | 0.0 | 0.00 | 1.0 | 7.00 | 63.0 |
| TransitiveObjectProperty | 30 | 3.816667 | 6.397806 | 0.0 | 0.00 | 0.5 | 5.00 | 30.0 |
| SubAnnotationPropertyOf | 30 | 12.550000 | 32.976841 | 0.0 | 0.00 | 1.0 | 11.00 | 228.0 |
| FunctionalObjectProperty | 28 | 2.583333 | 4.068447 | 0.0 | 0.00 | 0.0 | 4.00 | 17.0 |
| FunctionalDataProperty | 24 | 1.700000 | 3.928600 | 0.0 | 0.00 | 0.0 | 2.00 | 22.0 |
| InverseFunctionalObjectProperty | 22 | 1.516667 | 2.752451 | 0.0 | 0.00 | 0.0 | 1.00 | 12.0 |
| AnnotationPropertyRangeOf | 22 | 5.716667 | 18.277607 | 0.0 | 0.00 | 0.0 | 2.00 | 134.0 |
| SymmetricObjectProperty | 20 | 2.883333 | 6.020000 | 0.0 | 0.00 | 0.0 | 2.50 | 35.0 |
| IrrefexiveObjectProperty | 19 | 3.133333 | 6.634442 | 0.0 | 0.00 | 0.0 | 1.00 | 24.0 |
| AsymmetricObjectProperty | 17 | 2.683333 | 5.735680 | 0.0 | 0.00 | 0.0 | 1.00 | 20.0 |
| ObjectPropertyAssertion | 17 | 235.833333 | 1342.722433 | 0.0 | 0.00 | 0.0 | 2.25 | 10226.0 |
| DisjointUnion | 13 | 6.733333 | 19.291578 | 0.0 | 0.00 | 0.0 | 0.00 | 116.0 |
| DataPropertyAssertion | 13 | 91.900000 | 485.210760 | 0.0 | 0.00 | 0.0 | 0.00 | 3617.0 |
| SubPropertyChainOf | 12 | 3.300000 | 15.803132 | 0.0 | 0.00 | 0.0 | 0.00 | 120.0 |
| AnnotationPropertyDomain | 8 | 0.233333 | 0.851055 | 0.0 | 0.00 | 0.0 | 0.00 | 6.0 |
| ReflexiveObjectProperty | 7 | 0.150000 | 0.480995 | 0.0 | 0.00 | 0.0 | 0.00 | 3.0 |
| EquivalentObjectProperties | 7 | 1.150000 | 4.915644 | 0.0 | 0.00 | 0.0 | 0.00 | 36.0 |
| DifferentIndividuals | 6 | 0.350000 | 1.325436 | 0.0 | 0.00 | 0.0 | 0.00 | 7.0 |
| DisjointObjectProperties | 5 | 0.300000 | 1.441515 | 0.0 | 0.00 | 0.0 | 0.00 | 10.0 |
| Rule | 5 | 0.700000 | 3.445951 | 0.0 | 0.00 | 0.0 | 0.00 | 25.0 |
| SameIndividual | 3 | 0.516667 | 2.507559 | 0.0 | 0.00 | 0.0 | 0.00 | 17.0 |
| NegativeObjectPropertyAssertion | 2 | 0.033333 | 0.181020 | 0.0 | 0.00 | 0.0 | 0.00 | 1.0 |
| EquivalentDataProperties | 2 | 0.250000 | 1.433557 | 0.0 | 0.00 | 0.0 | 0.00 | 10.0 |
| DatatypeDefinition | 2 | 0.333333 | 2.454098 | 0.0 | 0.00 | 0.0 | 0.00 | 19.0 |
| DisjointDataProperties | 1 | 0.033333 | 0.258199 | 0.0 | 0.00 | 0.0 | 0.00 | 2.0 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| Class | 59 | 4820.716667 | 13932.739834 | 0.0 | 214.75 | 1125.0 | 2673.50 | 78659.0 |
| ObjectUnionOf | 41 | 15.400000 | 22.959212 | 0.0 | 0.00 | 5.5 | 13.25 | 88.0 |
| ObjectAllValuesFrom | 36 | 28.133333 | 59.459847 | 0.0 | 0.00 | 5.0 | 40.25 | 400.0 |
| ObjectSomeValuesFrom | 35 | 398.000000 | 2149.976996 | 0.0 | 0.00 | 6.5 | 94.00 | 16630.0 |
| ObjectIntersectionOf | 31 | 135.683333 | 803.798282 | 0.0 | 0.00 | 1.0 | 17.50 | 6224.0 |
| ObjectExactCardinality | 28 | 5.616667 | 16.405964 | 0.0 | 0.00 | 0.0 | 5.00 | 115.0 |
| DataExactCardinality | 23 | 2.450000 | 4.228335 | 0.0 | 0.00 | 0.0 | 3.00 | 18.0 |
| DataHasValue | 18 | 28.833333 | 76.416381 | 0.0 | 0.00 | 0.0 | 4.00 | 494.0 |
| DataAllValuesFrom | 18 | 0.966667 | 1.868260 | 0.0 | 0.00 | 0.0 | 1.25 | 9.0 |
| ObjectComplementOf | 17 | 5.450000 | 23.590019 | 0.0 | 0.00 | 0.0 | 3.25 | 179.0 |
| DataSomeValuesFrom | 17 | 1.483333 | 3.275444 | 0.0 | 0.00 | 0.0 | 2.00 | 17.0 |
| ObjectHasValue | 15 | 8.950000 | 32.150296 | 0.0 | 0.00 | 0.0 | 0.25 | 189.0 |
| ObjectMinCardinality | 14 | 1.400000 | 4.231440 | 0.0 | 0.00 | 0.0 | 0.00 | 28.0 |
| ObjectMaxCardinality | 12 | 15.750000 | 115.375235 | 0.0 | 0.00 | 0.0 | 0.00 | 894.0 |
| ObjectOneOf | 10 | 12.450000 | 53.601930 | 0.0 | 0.00 | 0.0 | 0.00 | 275.0 |
| DataMaxCardinality | 6 | 1.716667 | 8.409219 | 0.0 | 0.00 | 0.0 | 0.00 | 62.0 |
| DataMinCardinality | 4 | 0.283333 | 1.814178 | 0.0 | 0.00 | 0.0 | 0.00 | 14.0 |
| ObjectHasSelf | 1 | 0.016667 | 0.129099 | 0.0 | 0.00 | 0.0 | 0.00 | 1.0 |
| ontology | score | score_dash | score_impact | |
|---|---|---|---|---|
| 35 | PATO | 0.345 | 0.556 | 0.133 |
| 37 | PROVO | 0.344 | 0.504 | 0.183 |
| 17 | FOAF | 0.342 | 0.333 | 0.350 |
| 30 | OBO | 0.335 | 0.571 | 0.100 |
| 19 | IAO | 0.300 | 0.600 | 0.000 |
| 22 | MDO | 0.285 | 0.571 | 0.000 |
| 49 | enanomapper | 0.285 | 0.571 | 0.000 |
| 0 | AMONTOLOGY | 0.285 | 0.571 | 0.000 |
| 31 | OEO | 0.285 | 0.571 | 0.000 |
| 26 | MaterialsMine | 0.275 | 0.549 | 0.000 |
| 4 | CHAMEO | 0.275 | 0.549 | 0.000 |
| 13 | EMMO_crystallography | 0.275 | 0.549 | 0.000 |
| 38 | QUDT | 0.275 | 0.549 | 0.000 |
| 8 | EMMO | 0.275 | 0.549 | 0.000 |
| 36 | PMD | 0.275 | 0.549 | 0.000 |
| 15 | EMMO_mechanical_testing | 0.264 | 0.527 | 0.000 |
| 11 | EMMO_Datamodel | 0.264 | 0.527 | 0.000 |
| 1 | BWMD-DOMAIN | 0.252 | 0.504 | 0.000 |
| 2 | BWMD-MID | 0.252 | 0.504 | 0.000 |
| 3 | CCO | 0.252 | 0.504 | 0.000 |
| 12 | EMMO_atomistic | 0.252 | 0.504 | 0.000 |
| 14 | EMMO_mappings | 0.252 | 0.504 | 0.000 |
| 41 | SEMMD | 0.252 | 0.504 | 0.000 |
| 40 | SAREF | 0.241 | 0.482 | 0.000 |
| 50 | m4i | 0.241 | 0.482 | 0.000 |
| 46 | UO | 0.234 | 0.467 | 0.000 |
| 21 | MAMBO | 0.234 | 0.467 | 0.000 |
| 44 | SP | 0.234 | 0.467 | 0.000 |
| 43 | SO | 0.234 | 0.467 | 0.000 |
| 27 | NPO | 0.234 | 0.467 | 0.000 |
| 16 | EMMO_microstructure | 0.234 | 0.467 | 0.000 |
| 32 | OM | 0.234 | 0.467 | 0.000 |
| 6 | DEB | 0.234 | 0.467 | 0.000 |
| 5 | CIF | 0.222 | 0.444 | 0.000 |
| 7 | DISO | 0.222 | 0.444 | 0.000 |
| 25 | MatOnto | 0.222 | 0.444 | 0.000 |
| 55 | nfdicore | 0.222 | 0.444 | 0.000 |
| 18 | GPO | 0.222 | 0.444 | 0.000 |
| 9 | EMMO_BVC | 0.222 | 0.444 | 0.000 |
| 53 | mvc | 0.222 | 0.444 | 0.000 |
| 24 | MSEO | 0.222 | 0.444 | 0.000 |
| 28 | NanoMine | 0.222 | 0.444 | 0.000 |
| 51 | mat | 0.222 | 0.444 | 0.000 |
| 29 | OA | 0.222 | 0.444 | 0.000 |
| 20 | LPBFO | 0.219 | 0.438 | 0.000 |
| 23 | MOL_TENSILE | 0.208 | 0.416 | 0.000 |
| 47 | WILD | 0.200 | 0.400 | 0.000 |
| 34 | P-Plan | 0.200 | 0.400 | 0.000 |
| 58 | periodictable | 0.200 | 0.400 | 0.000 |
| 57 | opmw | 0.200 | 0.400 | 0.000 |
| 42 | SKOS_MDO | 0.200 | 0.400 | 0.000 |
| 33 | OSMO | 0.189 | 0.378 | 0.000 |
| 48 | bmo | 0.189 | 0.378 | 0.000 |
| 54 | mwo | 0.189 | 0.378 | 0.000 |
| 45 | SSN | 0.189 | 0.378 | 0.000 |
| 39 | QUDV | 0.167 | 0.333 | 0.000 |
| 52 | matinfo | 0.167 | 0.333 | 0.000 |
| 59 | ssos | 0.155 | 0.311 | 0.000 |
| 56 | ontorule | 0.155 | 0.311 | 0.000 |
| 10 | EMMO_BattINFO | 0.000 | 0.000 | 0.000 |
| count | mean | std | min | 25% | 50% | 75% | max | |
|---|---|---|---|---|---|---|---|---|
| score | 60.0 | 0.235317 | 0.053274 | 0.0 | 0.21625 | 0.234 | 0.26675 | 0.345 |
| score_dash | 60.0 | 0.457633 | 0.093521 | 0.0 | 0.41200 | 0.467 | 0.50975 | 0.600 |
| score_impact | 60.0 | 0.012767 | 0.054290 | 0.0 | 0.00000 | 0.000 | 0.00000 | 0.350 |